Updated Apr 26
Aug 21, 2026
How to Benchmark LLMs: Five Mistakes That Skew Your Results
Most in‑house model comparisons are run in a way that guarantees a misleading answer. Not a wrong one exactly, and rarely a dishonest one. Just an answer that would have come out differently if the person running it had pressed enter a second time.
tech industry
Aug 19, 2026
AI Agent Development Services: How instinctools Approaches the Work
AI Agent Development Services at instinctools: How the Work Gets Done Meta description: How instinctools approaches AI agent development services — discovery, tool layer engineering, evaluation cycles, monitoring, and knowledge transfer that produces lasting capability.
tech industry
Aug 14, 2026
Infrastructure for Continuous Web Data Collection
A one‑off scrape is a weekend project. Running the same collection job every hour for three years is an infrastructure problem, and most teams underestimate how different those two things are. Continuous collection breaks in ways that batch jobs don't. Sites redesign their markup, rate limits tighten overnight, and the IP pool that worked in March gets flagged by June. The stack has to absorb all of it without a human watching the logs. Here's what the working parts look like when a pipeline actually holds up.
tech industry
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Jun 16, 2026
Judge Dismisses xAI Trade Secret Lawsuit Against OpenAI With Prejudice
A federal judge dismissed xAI's trade secret lawsuit against OpenAI with prejudice, ruling it would be 'futile' for Elon Musk's company to continue. The dismissal marks Musk's second court defeat against OpenAI in four weeks and ends a case that alleged OpenAI sought Grok 4 trade secrets during recruiting.
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Jun 15, 2026
OpenAI Drops $150M on Partner Network to Push Enterprise AI Adoption
OpenAI is committing $150 million to build a global partner ecosystem that spans systems integrators, consultants, and tech firms — aiming to train 300,000 certified consultants by the end of 2026 and bridge the gap between AI capability and real-world enterprise deployment.
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Jun 15, 2026
OpenAI Acquires Ona to Add Persistent Cloud Execution to Codex
OpenAI has agreed to acquire Ona, bringing persistent cloud execution environments to Codex so developers can run AI agents that continue working for hours or days without being tied to a single machine.
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